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NeuroHawk · Capability

AI Anomaly Detection

Vision models that read every frame for corrosion, cracks, vegetation encroachment, and thermal anomalies, so nothing sits unreviewed.

Overview

What AI Anomaly Detection does

AI Defect Detection puts trained vision models between the camera and the analyst, scanning every frame a mission captures for the conditions that actually cause failures: corrosion on structural steel, hairline cracks in concrete and coatings, vegetation encroaching on rights-of-way, and thermal anomalies on electrical and mechanical assets. Findings are classified by defect type and scored for severity the moment imagery comes off the drone, not weeks later when someone finally opens the folder.

Each detection is geotagged to the exact asset and location it came from, linked back to the source frame, and carried forward across missions so an analyst can see whether a defect is new, growing, or already under repair. Instead of a technician scrubbing hours of footage, the system surfaces a ranked list of what needs attention and why.

4+

Defect classes: corrosion, cracks, vegetation, thermal

Every frame

Scanned automatically, no manual review

Geotagged

Findings linked to asset and location

neuronix.app/autonomous-surveillance/ai-defect-detection
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Inside the Module

One workspace, every screen your teams need

Preview coming soon

Inspection Queue

A ranked feed of every defect detected across active missions, with type, severity, and location at a glance. Filter by asset, zone, defect class, or time window to focus on what matters for the shift.

Ranked list by severity and defect typeFilter by asset, zone, and time windowThumbnail preview for every detection
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Under the Hood

Built on capable foundations

Multi-Class Detection

Corrosion, cracks, vegetation encroachment, and thermal anomalies, recognized automatically.

Severity Scoring

Every finding is scored so teams know what to act on first.

Automatic Flagging

Defects are surfaced the moment they're detected, no manual scrubbing.

Evidence-Backed Findings

Every detection links to its source frame and asset history.

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See AI Anomaly Detection on your floor.

Book a working session and we'll show AI Anomaly Detection running against your NeuroHawk environment.

Response within one business day · NDA on request